






"""simple docstring"""





# Imports
import numpy as np






class 	a		:






    def __init__(			self	:				Tuple			,		__SCREAMING_SNAKE_CASE	:				Union[str, Any]=None			,		__SCREAMING_SNAKE_CASE	:				str=None			,		__SCREAMING_SNAKE_CASE	:				int=None			,		__SCREAMING_SNAKE_CASE	:				List[Any]=None			,		__SCREAMING_SNAKE_CASE	:				Dict=None   )	->						Union[str, Any]:
      self.set_matricies(red=__SCREAMING_SNAKE_CASE			,		green=__SCREAMING_SNAKE_CASE			,		blue=__SCREAMING_SNAKE_CASE			,		red_edge=__SCREAMING_SNAKE_CASE			,		nir=__SCREAMING_SNAKE_CASE   )






    def   UpperCamelCase			(			self	:				Any			,		__SCREAMING_SNAKE_CASE	:				int=None			,		__SCREAMING_SNAKE_CASE	:				List[Any]=None			,		__SCREAMING_SNAKE_CASE	:				Optional[int]=None			,		__SCREAMING_SNAKE_CASE	:				List[str]=None			,		__SCREAMING_SNAKE_CASE	:				str=None   )	->						str:
      if red is not None:
        lowerCamelCase_       	=		red
      if green is not None:
        lowerCamelCase_       	=		green
      if blue is not None:
        lowerCamelCase_       	=		blue
      if red_edge is not None:
        lowerCamelCase_       	=		red_edge
      if nir is not None:
        lowerCamelCase_       	=		nir
      return True






    def   UpperCamelCase			(			self	:				Optional[int]			,		__SCREAMING_SNAKE_CASE	:				Union[str, Any]=""			,		__SCREAMING_SNAKE_CASE	:				Any=None			,		__SCREAMING_SNAKE_CASE	:				int=None			,		__SCREAMING_SNAKE_CASE	:				Optional[Any]=None			,		__SCREAMING_SNAKE_CASE	:				Any=None			,		__SCREAMING_SNAKE_CASE	:				Union[str, Any]=None   )	->						Dict:
      self.set_matricies(red=__SCREAMING_SNAKE_CASE			,		green=__SCREAMING_SNAKE_CASE			,		blue=__SCREAMING_SNAKE_CASE			,		red_edge=__SCREAMING_SNAKE_CASE			,		nir=__SCREAMING_SNAKE_CASE   )
      lowerCamelCase_       	=		{
          'ARVI2': self.arvaa,
          'CCCI': self.ccci,
          'CVI': self.cvi,
          'GLI': self.gli,
          'NDVI': self.ndvi,
          'BNDVI': self.bndvi,
          'redEdgeNDVI': self.red_edge_ndvi,
          'GNDVI': self.gndvi,
          'GBNDVI': self.gbndvi,
          'GRNDVI': self.grndvi,
          'RBNDVI': self.rbndvi,
          'PNDVI': self.pndvi,
          'ATSAVI': self.atsavi,
          'BWDRVI': self.bwdrvi,
          'CIgreen': self.ci_green,
          'CIrededge': self.ci_rededge,
          'CI': self.ci,
          'CTVI': self.ctvi,
          'GDVI': self.gdvi,
          'EVI': self.evi,
          'GEMI': self.gemi,
          'GOSAVI': self.gosavi,
          'GSAVI': self.gsavi,
          'Hue': self.hue,
          'IVI': self.ivi,
          'IPVI': self.ipvi,
          'I': self.i,
          'RVI': self.rvi,
          'MRVI': self.mrvi,
          'MSAVI': self.m_savi,
          'NormG': self.norm_g,
          'NormNIR': self.norm_nir,
          'NormR': self.norm_r,
          'NGRDI': self.ngrdi,
          'RI': self.ri,
          'S': self.s,
          'IF': self._if,
          'DVI': self.dvi,
          'TVI': self.tvi,
          'NDRE': self.ndre,
      }

      try:
        return funcs[index]()
      except KeyError:
        print('Index not in the list!'   )
        return False






    def   UpperCamelCase			(			self	:				Any   )	->						str:
      return -0.18 + (1.17 * ((self.nir - self.red) / (self.nir + self.red)))






    def   UpperCamelCase			(			self	:				str   )	->						Union[str, Any]:
      return ((self.nir - self.redEdge) / (self.nir + self.redEdge)) / (
          (self.nir - self.red) / (self.nir + self.red)
      )






    def   UpperCamelCase			(			self	:				int   )	->						Any:
      return self.nir * (self.red / (self.green**2))






    def   UpperCamelCase			(			self	:				Optional[Any]   )	->						Union[str, Any]:
      return (2 * self.green - self.red - self.blue) / (
          2 * self.green + self.red + self.blue
      )






    def   UpperCamelCase			(			self	:				List[Any]   )	->						int:
      return (self.nir - self.red) / (self.nir + self.red)






    def   UpperCamelCase			(			self	:				Any   )	->						int:
      return (self.nir - self.blue) / (self.nir + self.blue)






    def   UpperCamelCase			(			self	:				Tuple   )	->						int:
      return (self.redEdge - self.red) / (self.redEdge + self.red)






    def   UpperCamelCase			(			self	:				Tuple   )	->						Union[str, Any]:
      return (self.nir - self.green) / (self.nir + self.green)






    def   UpperCamelCase			(			self	:				int   )	->						Optional[int]:
      return (self.nir - (self.green + self.blue)) / (
          self.nir + (self.green + self.blue)
      )






    def   UpperCamelCase			(			self	:				str   )	->						List[str]:
      return (self.nir - (self.green + self.red)) / (
          self.nir + (self.green + self.red)
      )






    def   UpperCamelCase			(			self	:				Tuple   )	->						List[str]:
      return (self.nir - (self.blue + self.red)) / (self.nir + (self.blue + self.red))






    def   UpperCamelCase			(			self	:				Any   )	->						Tuple:
      return (self.nir - (self.green + self.red + self.blue)) / (
          self.nir + (self.green + self.red + self.blue)
      )






    def   UpperCamelCase			(			self	:				Dict			,		__SCREAMING_SNAKE_CASE	:				Dict=0.08			,		__SCREAMING_SNAKE_CASE	:				Optional[int]=1.22			,		__SCREAMING_SNAKE_CASE	:				Dict=0.03   )	->						Optional[Any]:
      return a * (
          (self.nir - a * self.red - b)
          / (a * self.nir + self.red - a * b + x * (1 + a**2))
      )






    def   UpperCamelCase			(			self	:				int   )	->						Union[str, Any]:
      return (0.1 * self.nir - self.blue) / (0.1 * self.nir + self.blue)






    def   UpperCamelCase			(			self	:				Optional[Any]   )	->						Optional[int]:
      return (self.nir / self.green) - 1






    def   UpperCamelCase			(			self	:				Any   )	->						List[Any]:
      return (self.nir / self.redEdge) - 1






    def   UpperCamelCase			(			self	:				List[Any]   )	->						List[str]:
      return (self.red - self.blue) / self.red






    def   UpperCamelCase			(			self	:				Optional[Any]   )	->						Tuple:
      lowerCamelCase_       	=		self.ndvi()
      return ((ndvi + 0.5) / (abs(ndvi + 0.5   ))) * (abs(ndvi + 0.5   ) ** (1 / 2))






    def   UpperCamelCase			(			self	:				List[Any]   )	->						List[Any]:
      return self.nir - self.green






    def   UpperCamelCase			(			self	:				Optional[int]   )	->						Any:
      return 2.5 * (
          (self.nir - self.red) / (self.nir + 6 * self.red - 7.5 * self.blue + 1)
      )






    def   UpperCamelCase			(			self	:				Dict   )	->						List[str]:
      lowerCamelCase_       	=		(2 * (self.nir**2 - self.red**2) + 1.5 * self.nir + 0.5 * self.red) / (
          self.nir + self.red + 0.5
      )
      return n * (1 - 0.25 * n) - (self.red - 0.125) / (1 - self.red)






    def   UpperCamelCase			(			self	:				Any			,		__SCREAMING_SNAKE_CASE	:				Any=0.16   )	->						Any:
      return (self.nir - self.green) / (self.nir + self.green + y)






    def   UpperCamelCase			(			self	:				Optional[int]			,		__SCREAMING_SNAKE_CASE	:				Union[str, Any]=0.5   )	->						Dict:
      return ((self.nir - self.green) / (self.nir + self.green + n)) * (1 + n)






    def   UpperCamelCase			(			self	:				int   )	->						Union[str, Any]:
      return np.arctan(
          ((2 * self.red - self.green - self.blue) / 30.5) * (self.green - self.blue)   )






    def   UpperCamelCase			(			self	:				Tuple			,		__SCREAMING_SNAKE_CASE	:				Dict=None			,		__SCREAMING_SNAKE_CASE	:				Optional[Any]=None   )	->						str:
      return (self.nir - b) / (a * self.red)






    def   UpperCamelCase			(			self	:				List[Any]   )	->						Optional[int]:
      return (self.nir / ((self.nir + self.red) / 2)) * (self.ndvi() + 1)






    def   UpperCamelCase			(			self	:				List[str]   )	->						Union[str, Any]:
      return (self.red + self.green + self.blue) / 30.5






    def   UpperCamelCase			(			self	:				Union[str, Any]   )	->						int:
      return self.nir / self.red






    def   UpperCamelCase			(			self	:				Union[str, Any]   )	->						List[Any]:
      return (self.rvi() - 1) / (self.rvi() + 1)






    def   UpperCamelCase			(			self	:				Optional[Any]   )	->						Tuple:
      return (
          (2 * self.nir + 1)
          - ((2 * self.nir + 1) ** 2 - 8 * (self.nir - self.red)) ** (1 / 2)
      ) / 2






    def   UpperCamelCase			(			self	:				Any   )	->						Optional[int]:
      return self.green / (self.nir + self.red + self.green)






    def   UpperCamelCase			(			self	:				Optional[int]   )	->						List[Any]:
      return self.nir / (self.nir + self.red + self.green)






    def   UpperCamelCase			(			self	:				str   )	->						Any:
      return self.red / (self.nir + self.red + self.green)






    def   UpperCamelCase			(			self	:				Union[str, Any]   )	->						Tuple:
      return (self.green - self.red) / (self.green + self.red)






    def   UpperCamelCase			(			self	:				int   )	->						List[str]:
      return (self.red - self.green) / (self.red + self.green)






    def   UpperCamelCase			(			self	:				Optional[Any]   )	->						List[Any]:
      lowerCamelCase_       	=		np.max([np.max(self.red   ), np.max(self.green   ), np.max(self.blue   )]   )
      lowerCamelCase_       	=		np.min([np.min(self.red   ), np.min(self.green   ), np.min(self.blue   )]   )
      return (max_value - min_value) / max_value






    def   UpperCamelCase			(			self	:				List[str]   )	->						List[str]:
      return (2 * self.red - self.green - self.blue) / (self.green - self.blue)






    def   UpperCamelCase			(			self	:				Tuple   )	->						List[Any]:
      return self.nir / self.red






    def   UpperCamelCase			(			self	:				Optional[int]   )	->						int:
      return (self.ndvi() + 0.5) ** (1 / 2)






    def   UpperCamelCase			(			self	:				str   )	->						List[str]:
      return (self.nir - self.redEdge) / (self.nir + self.redEdge)












"""simple docstring"""





import functools
from typing import Any







def 	lowerCamelCase__			(				_lowerCamelCase			:						str						,							_lowerCamelCase			:						list[str]					) ->							bool:

  # Validation
  if not isinstance(_lowerCamelCase						,							_lowerCamelCase					) or len(_lowerCamelCase					) == 0:
    raise ValueError('the string should be not empty string'					)

  if not isinstance(_lowerCamelCase						,							_lowerCamelCase					) or not all(
      isinstance(_lowerCamelCase						,							_lowerCamelCase					) and len(_lowerCamelCase					) > 0 for item in words					):
    raise ValueError('the words should be a list of non-empty strings'					)

  # Build trie
  lowerCamelCase_       	=		{}
  lowerCamelCase_       	=		'WORD_KEEPER'

  for word in words:
    lowerCamelCase_       	=		trie
    for c in word:
      if c not in trie_node:
        lowerCamelCase_       	=		{}

      lowerCamelCase_       	=		trie_node[c]

    lowerCamelCase_       	=		True

  lowerCamelCase_       	=		len(_lowerCamelCase					)

  # Dynamic programming method
  @functools.cache
  def is_breakable(_lowerCamelCase			:						int					) -> bool:
    if index == len_string:
      return True

    lowerCamelCase_       	=		trie
    for i in range(_lowerCamelCase						,							_lowerCamelCase					):
      lowerCamelCase_       	=		trie_node.get(string[i]						,							_lowerCamelCase					)

      if trie_node is None:
        return False

      if trie_node.get(_lowerCamelCase						,							_lowerCamelCase					) and is_breakable(i + 1					):
        return True

    return False

  return is_breakable(0					)


if __name__ == "__main__":
  import doctest

  doctest.testmod()




